{"id":"W2155657008","doi":"10.1186/1757-7241-21-62","title":"Evaluation of emergency department performance – a systematic review on recommended performance and quality-in-care measures","year":2013,"lang":"en","type":"review","venue":"Scandinavian Journal of Trauma Resuscitation and Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":144,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Emergency department; Emergency medicine; Medical emergency; Quality (philosophy); Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005736853,0.0005275783,0.003586991,0.0007261875,0.000122621,0.000003242202,0.0001701315,0.0001599376,0.0004163221],"category_scores_gemma":[0.001680239,0.0003279441,0.0003736817,0.0007097204,0.00008686478,0.0001944163,0.00002606099,0.000493842,0.000004076079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002648188,"about_ca_system_score_gemma":0.0001678468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000116918,"about_ca_topic_score_gemma":0.00001817383,"domain_scores_codex":[0.9925305,0.001011678,0.004060745,0.00035509,0.001754898,0.000287042],"domain_scores_gemma":[0.9944977,0.000116802,0.00261411,0.0003342699,0.002206507,0.0002306141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00005918795,0.00007027698,0.0007179713,0.6970035,0.0005356412,0.000002327781,0.001084599,6.538402e-7,0.000001351632,0.00001588972,0.002847905,0.2976607],"study_design_scores_gemma":[0.00199799,0.002390914,0.003406015,0.9640069,0.01431665,0.0000740672,0.00205957,0.00001999752,0.000003119286,0.00003479092,0.01130667,0.0003832886],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007015895,0.9860889,0.000002689502,0.0002921956,0.001637317,0.00288125,0.00001501517,0.000007053162,0.002059705],"genre_scores_gemma":[0.01642541,0.9828753,0.00003983689,0.00002799753,0.0002178048,0.0001997209,0.00005742559,0.00003306313,0.0001233755],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2972774,"threshold_uncertainty_score":0.9999173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1922380344599789,"score_gpt":0.4334252972008951,"score_spread":0.2411872627409162,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}